Interior Design Architecture ↔ relates to ↔ Basque Culture

capped in area so designated as 'historic'. Critics of historic districts argue that while these districts may offer an aesthetic or visually pleasing benefit, they increase inequality by restricting access to new and affordable housing for lower and middle class tenants and potential home owners. Canada In Canada, such districts are called "heritage conservation districts" or "heritage conservation areas" (known as "arrondissements historiques", "secteurs de conservation du patrimoine" or "districts de conservation du patrimoine" in French) and are governed by provincial legislation.

historic districts receive legal protection from certain types of development. Historic districts may or may not also be the center of the city. They may be coterminous with the commercial district, administrative district, or arts district, or separate from all of these. Historical districts are often parts of a larger urban setting, but they can also be parts or all of small towns, or a rural areas with historic agriculture-related properties, or even a physically disconnected series of related structures throughout the region. Much criticism has arisen of historic districts and the effect protective zoning and historic designation status laws have on the housing supply. When an area of a city is designated as part of a 'historic district', new housing development is artificially restricted and the supply of new housing permanently capped in area so designated as 'historic'.

Canada In Canada, such districts are called "heritage conservation districts" or "heritage conservation areas" (known as "arrondissements historiques", "secteurs de conservation du patrimoine" or "districts de conservation du patrimoine" in French) and are governed by provincial legislation. Taiwan In Taiwan, the Cultural Heritage Preservation Act  protects certain historic districts under the "groups of buildings" category. Districts are overseen by their respective municipality, city, or county governments, but can also be promoted to a "significant" status and overseen by the Ministry of Culture directly.

ches of the Rocky Mountains. The United States Forest Service holds about 38% of Idaho's land, the highest proportion of any state. Industries significant for the state economy include manufacturing, agriculture, mining, forestry, science and technology, and tourism. Idaho has been a predominantly Republican state since statehood, with the Republican Party dominating in both state and national elections; abortion is severely restricted and the state retains the death penalty, including methods like the firing squad. The state contains the Idaho National Laboratory. Idaho's agricultural sector supplies many products, but the state is best known for its potato crop, which comprises around one-third of the nationwide yield.

In 2025, the gross state product (state GDP) for Idaho was $135.5 billion and the state's per capita personal income was $64,846. Idaho had the 39th highest GDP per capita in the United States of America in 2025. In 2025, small businesses made up 99.2% and employed 56.0% of the state's work force. As of May 2025, the state's unemployment rate was 3.6%. Total employment in Idaho in 2024 was 965,824. Idaho is the top potato producing state in the United States and almost one-third of the nation's potatoes are grown in the Snake River Plain, a belt of low-lying land that extends across southern Idaho. Important industries in Idaho are food processing, lumber and wood products, machinery, chemical products, paper products, electronics manufacturing, silver and other mining, and tourism. The world's largest factory for barrel cheese, the raw product for processed cheese, is in Gooding, Idaho. It has a capacity of 120,000 metric tons per year of barrel cheese and belongs to the Glanbia group. As Idaho neared statehood, mining and other extractive industries played a significant role in its economy. Although the state's reliance on mining has diminished over time, Idaho remains renowned as "The Gem State" due to its production of seventy-two varieties of precious and semi-precious stones. Idaho is a leading national producer of potatoes, trout, Austrian winter peas, and lentils. The state's primary industries include manufacturing, agriculture, food processing, timber, and mining. Tourism is another way that Idaho capitalizes on its natural resources.

ce of British Columbia. Idaho's state capital and largest city is Boise. With an area of 83,569 square miles (216,440 km2), Idaho is the 14th-largest state by land area. The state has a population of approximately two million people; it ranks as the 13th-least populous and the seventh-least densely populated of the 50 U.S. states. For thousands of years, and prior to European colonization, Idaho had been inhabited by natives. In the early 19th century, Idaho was considered part of the Oregon Country, an area which was disputed between the U.S. and the British Empire. Idaho officially became a U.S. territory with the signing of the Oregon Treaty of 1846, but a separate Idaho Territory was not organized until 1863, instead being included for periods in Oregon Territory and Washington Territory. The state was eventually admitted to the Union on July 3, 1890, becoming the 43rd state. Forming part of the Pacific Northwest (and the associated Cascadia bioregion), Idaho is divided into several distinct geographic and climatic regions. The state's north, the relatively isolated Idaho Panhandle, is closely linked with Eastern Washington, with which it shares the Pacific Time Zone—the rest of the state uses the Mountain Time Zone. The state's south includes the Snake River Plain (which has most of the population and agricultural land), and the southeast incorporates part of the Great Basin. Idaho is quite mountainous and contains several stretches of the Rocky Mountains. The United States Forest Service holds about 38% of Idaho's land, the highest proportion of any state. Industries significant for the state economy include manufacturing, agriculture, mining, forestry, science and technology, and tourism. Idaho has been a predominantly Republican state since statehood, with the Republican Party dominating in both state and national elections; abortion is severely restricted and the state retains the death penalty, including methods like the firing squad. The state contains the Idaho National Laboratory. Idaho's agricultural sector supplies many products, but the state is best known for its potato crop, which comprises around one-third of the nationwide yield.

, Arts & Sciences, and Education; MPA program in the School of Public Service; and the MPH program in the College of Health Sciences. It is classified among "R2: Doctoral Universities – High research activity".

The university also has an honors college. Within the College of Arts and Sciences is the School of the Environment, approved by the Idaho State Board of Education in 2022 and established in 2023. Boise State's fall enrollment in 2016 was 23,886 students, and approximately 76 percent of these students were Idaho residents. More than 90 percent of Boise State's first-year students come directly from high school. In the 2015–16 school year, Boise State awarded diplomas to 3,916 distinct graduates, including 18 doctorates, 10 education specialists, 670 master's and 2,998 bachelor's degrees. The university is classified among "R2: Doctoral Universities – High research spending and doctorate production".

Boise State University (BSU) is a public research university in Boise, Idaho, United States. Founded in 1932 by the Episcopal Church, it became an independent junior college in 1934 and has been awarding baccalaureate and master's degrees since 1965. It became a public institution in 1969. Boise State offers more than 100 graduate programs, including a variety of MBA programs and the MAcc program in the College of Business and Economics; master's and PhD programs in the Colleges of Engineering, Arts & Sciences, and Education; MPA program in the School of Public Service; and the MPH program in the College of Health Sciences. It is classified among "R2: Doctoral Universities – High research activity".

Boise (locally also ) is the capital and most populous city in the U.S. state of Idaho. It is the county seat of Ada County. The population of the city was 235,685 at the 2020 census. The Boise metropolitan area, located in the Treasure Valley, includes five counties of Idaho with an estimated population of 846,000, the most populous metropolitan area in Idaho and 95th-most populous in the United States. Located on the Boise River in southwestern Idaho, it is 41 miles (66 km) east of the Oregon border and 110 miles (177 km) north of the Nevada border. Downtown Boise's elevation is 2,704 feet (824 m) above sea level. Boise is home to major employers in the technology, manufacturing, and service sectors, including companies such as Micron Technology and Hewlett-Packard.

an area in Idaho and 95th-most populous in the United States. Located on the Boise River in southwestern Idaho, it is 41 miles (66 km) east of the Oregon border and 110 miles (177 km) north of the Nevada border. Downtown Boise's elevation is 2,704 feet (824 m) above sea level. Boise is home to major employers in the technology, manufacturing, and service sectors, including companies such as Micron Technology and Hewlett-Packard.

...that the military should continue killing Indians 'until the last Indian in the Territories was either on his reservation or enriched the sagebrush with his decaying carcass.' ...if the Indians refused to move there, 'they will be killed or put on the reservation by force, and certainly shot if they don't stay there.' Furthermore, the editor continues, 'The idea that the Indians have any right to the soil is ridiculous. ...They have no more rights to the soil of the Territories of the United States than wolves or coyotes...' This would be our plan of establishing friendship upon an eternal basis with our Indians: Let all the hostile bands of Idaho Territory be called in (they will not be caught in any other manner) to attend a grand treaty; plenty of blankets and nice little trinkets distributed among them; plenty of grub on hand; have a real jolly time with them; then just before the big feast put strychnine in their meat and poison to death the last mother's son of them. At the same time, native warriors around the valley, under the leadership of Howluck also known as "Bigfoot" among white settlers, among others, waged an escalating and intensified guerrilla campaign of harassment of passerby caravans along the Oregon Trail. The United States Army also escalated and intensified "punitive expeditions" against formations of warriors and against civilian communities as well. This marked the start of the "unofficial" Snake War in 1866. This war lasted until 1868, and is statistically the deadliest of the Indian Wars in the West in terms of casualties. In the end, 1,762 men were counted as the casualties of this war from both sides. In 1868, Fort Hall Indian Reservation was established in Southeastern Idaho, about 220 miles upstream, according to the terms of Fort Bridger Treaty. The Boise Valley Shoshone and Bannock Tribes were not party to this treaty. Nevertheless, in April 1869, the United States Military embarked on a campaign of "Removal, rounding up of natives in the region including in and around Boise, and expelling them with cavalry escort to Fort Hall Indian Reservation. This period is known among the Shoshone and Bannock people as Idaho's Trail of Tears. Some of the natives managed to escape, and they ran to either Duck Valley or Fort McDermitt in Nevada. Incorporation and growth Boise's early growth was significantly driven by its role in supplying the nearby gold towns that sprung up in the 1860s northeast and then southwest of the town. Miners sometimes wintered in Boise and a number of early prominent businessmen were miners who settled in town in the years after the gold rush waned. By 1864 substantial agricultural production was underway on easily irrigated lands near the river and three canal companies had been incorporated. Early transportation improvements were largely a result of toll road franchises awarded by the territorial legislature starting in the 1860s. These first ran from Fort Boise to the mining centers in the Boise Basin and east to Rocky Bar and to Rattlesnake Station where they connected to the Oregon Trail. Territorial census records from a special 1864 enumeration list the population of Boise as 1,658, and an act of December 12, 1864, was the first attempt by the Idaho Territorial Legislature to incorporate the city. This was rejected by voters the following March. Two more unsuccessful attempts were made to organize a city administration by election before the 1866 version of the city charter was approved by voters on January 6, 1868. The growing number of homes and businesses, for which owners wanted proper legal title, may have contributed to the eventual success of incorporation. All of these rejected efforts to incorporate the city came after Boise had been controversially made the state capital in 1864 over strong opposition from northern Idaho interests. This decision reflected the rapid shift of population growth from north to south after the discovery of gold in southern Idaho. By 1868 Boise had over 400 permanent buildings with a wide range of commercial services. 1868 also marked the formal beginning of a long advocacy for railroad connections to other Idaho communities and, just as importantly, to other growing cities in the west such as Portland, Oregon. Competing railroad and western state government interests frustrated these efforts for many years. Designed by Alfred B. Mullett, the U.S. Assay Office at 210 Main Street was built in 1871 and today is a National Historic Landmark. It first began accepting gold and silver for purchase on March 2, 1872, largely eliminating the need to transport ore to the mint in San Francisco. A territorial penitentiary, now known as the Old Idaho State Penitentiary, opened the same month several miles east of town. Mining continued to be important to Boise's economic growth and periodic booms contributed to population growth as well, though production of gold and silver probably peaked in the 1860s. 1882's gold and silver production of $3,500,000 declined to $1,488,315 (including lead) by 1899. Boise began to earn its City of Trees nickname in this period with a popular focus on a range of tree planting projects. Thomas J. Davis planted several thousand fruit trees in 1864 and several other early businessmen either founded nurseries or orchards of their own. In the 1870s tree planting began in earnest in downtown Boise led by prominent hotels as well as businessmen and residents. In 1907 Davis donated 43 acres of his orchard property to the city for use as a park in the name of his wife Julia. Commercial agriculture continued to expand, but was slowed by the lack of reliable rail links to regional and national markets and by a lack of large scale irrigation projects, which themselves were often tied to hoped-for railroad projects for financing. A.D. Foote, a successful mining engineer, drew up plans to irrigate up to 500,000 acres immediately south of Boise in 1882, but progress was halting and smaller farms were the norm until after the turn of the century with most located near to the river bottom where soil was productive and irrigation more easily achieved. Fruit orchards proliferated and sugar beets, still an important agricultural industry in Idaho, began to be widely cultivated in the 1890s. Cattle and sheep farming became increasingly important as the century closed. With the exception of dairy, most livestock products were exported from Idaho, unlike other agricultural products which were still largely scaled to support local markets. The timber industry also increasingly thrived in the Boise market in the 1880s and 1890s. Large quantities of timber were exported from elsewhere in Idaho, but a growing Boise supported the expansion of Alexander Rossi's sawmill, first established in 1865. Prominent early Boisean William Ridenbaugh had inherited control of the canal now bearing his name from his uncle William Morris in 1878 and later partnered with Rossi to expand the sawmill capacity under the name Rossi and Ridenbaugh Lumber Company. Their materials supported bridge building and the rapid expansion of Boise in the 1890s. As with many early infrastructure ventures, electrification succeeded only after at least one false start. July 4, 1887, marked the start of electrical transmission from a plant located on the Bench. William Ridenbaugh provided expertise and manpower for the water supply and several months were spent rigging poles and lines from the Bench to the service area across the river. Additional electrical supplies allowed the building of an electric streetcar line in 1891. This ran without interruption until buses replaced the lines in 1927, tracking—and sometimes driving—the development of Boise and nearby communities. This system expanded over several decades, reaching into the North End, South Boise and across the river on Front St. A loop line, completed in 1912, ran as far as Caldwell and Nampa, providing transport throughout the valley. Three early trolley companies merged in 1912 to form the Idaho Traction Company with a depot at 7th and Bannock Streets downtown. Additional services and urban amenities arrived in the 1890s as Boise grew. Exploratory drilling for hot water was successful in 1890 and by the end of the decade many homes along Warm Springs avenue were being heated by this source. A natatorium was built in 1892 close to the source of the hot water near the Idaho State Penitentiary. Churches serving several denominations, a Jewish synagogue, a major hardware store and department store, a Masonic hall, the Columbia Theater, Saint Alphonsus' Hospital, a number of parochial and secular schools, a City Hall and a new Union Pacific passenger station, constructed when service was finally extended to downtown, were all built during the 1890s. Falk's Department Store sponsored a semi-professional baseball team representing Boise from at least 1892 and the city supported other organized sports as they became popular.

Irrigation in agriculture is the practice of applying controlled amounts of water to land to help grow crops, landscape plants, and lawns. Irrigation has been a key aspect of agriculture for over 5,000 years and has been developed by many cultures worldwide. Irrigation helps to grow crops, maintain landscapes, and revegetate disturbed soils in dry areas and during times of below-average rainfall. In addition to these uses, irrigation is also employed to protect crops from frost, suppress weed growth in grain fields, and prevent soil consolidation. It is also used to cool livestock, reduce dust, dispose of sewage, and support mining operations. Drainage, which involves the removal of surface and sub-surface water from a given location, is often studied in conjunction with irrigation. Irrigation and drainage improvements are not necessarily mutually exclusive. Often both may be required together to assure sustained high-level production of crops. For a discussion of the role of drainage practices in agriculture . Several irrigation methods differ in how water is supplied to plants. Surface irrigation, also known as gravity irrigation, is the oldest form of irrigation and has been in use for thousands of years. In sprinkler irrigation, water is piped to one or more central locations within the field and distributed by overhead high-pressure water devices. Micro-irrigation is a system that distributes water under low pressure through a piped network and applies it as a small discharge to each plant. Micro-irrigation uses less pressure and water flow than sprinkler irrigation. Drip irrigation delivers water directly to the root zone of plants. Subirrigation has been used in field crops in areas with high water tables for many years. It involves artificially raising the water table to moisten the soil below the root zone of plants. Irrigation water can come from groundwater (extracted from springs or by using wells), from surface water (withdrawn from rivers, lakes or reservoirs) or from non-conventional sources like treated wastewater, desalinated water, drainage water, or fog collection. Irrigation can be supplementary to rainfall, which is common in many parts of the world as rainfed agriculture, or it can be full irrigation, where crops rarely rely on any contribution from rainfall. Full irrigation is less common and occurs only in arid landscapes with very low rainfall or when crops are grown in semi-arid areas outside the rainy season. The environmental effects of irrigation relate to the changes in quantity and quality of soil and water as a result of irrigation and the subsequent effects on natural and social conditions in river basins and downstream of an irrigation scheme. The effects stem from altered hydrological conditions resulting from the installation and operation of the irrigation scheme. Amongst these problems is the depletion of underground aquifers through overdrafting. Soil can be over-irrigated due to poor distribution uniformity or management wastes water, chemicals, and may lead to water pollution.

nage improvements are not necessarily mutually exclusive. Often both may be required together to assure sustained high-level production of crops. For a discussion of the role of drainage practices in agriculture . Several irrigation methods differ in how water is supplied to plants. Surface irrigation, also known as gravity irrigation, is the oldest form of irrigation and has been in use for thousands of years. In sprinkler irrigation, water is piped to one or more central locations within the field and distributed by overhead high-pressure water devices. Micro-irrigation is a system that distributes water under low pressure through a piped network and applies it as a small discharge to each plant. Micro-irrigation uses less pressure and water flow than sprinkler irrigation. Drip irrigation delivers water directly to the root zone of plants. Subirrigation has been used in field crops in areas with high water tables for many years. It involves artificially raising the water table to moisten the soil below the root zone of plants. Irrigation water can come from groundwater (extracted from springs or by using wells), from surface water (withdrawn from rivers, lakes or reservoirs) or from non-conventional sources like treated wastewater, desalinated water, drainage water, or fog collection. Irrigation can be supplementary to rainfall, which is common in many parts of the world as rainfed agriculture, or it can be full irrigation, where crops rarely rely on any contribution from rainfall. Full irrigation is less common and occurs only in arid landscapes with very low rainfall or when crops are grown in semi-arid areas outside the rainy season. The environmental effects of irrigation relate to the changes in quantity and quality of soil and water as a result of irrigation and the subsequent effects on natural and social conditions in river basins and downstream of an irrigation scheme. The effects stem from altered hydrological conditions resulting from the installation and operation of the irrigation scheme. Amongst these problems is the depletion of underground aquifers through overdrafting. Soil can be over-irrigated due to poor distribution uniformity or management wastes water, chemicals, and may lead to water pollution.

-conventional sources like treated wastewater, desalinated water, drainage water, or fog collection. Irrigation can be supplementary to rainfall, which is common in many parts of the world as rainfed agriculture, or it can be full irrigation, where crops rarely rely on any contribution from rainfall. Full irrigation is less common and occurs only in arid landscapes with very low rainfall or when crops are grown in semi-arid areas outside the rainy season. The environmental effects of irrigation relate to the changes in quantity and quality of soil and water as a result of irrigation and the subsequent effects on natural and social conditions in river basins and downstream of an irrigation scheme. The effects stem from altered hydrological conditions resulting from the installation and operation of the irrigation scheme. Amongst these problems is the depletion of underground aquifers through overdrafting. Soil can be over-irrigated due to poor distribution uniformity or management wastes water, chemicals, and may lead to water pollution.

oor advertising. Recently, the concept of shared space has been advanced to enhance the experience of pedestrians in public space jointly used by automobiles and other vehicles. Public space has also become something of a touchstone for critical theory in relation to philosophy, urban geography, visual art, cultural studies, social studies and urban design. The term 'public space' is also often misconstrued to mean other things such as 'gathering place', which is an element of the larger concept of social space. Public spaces have often been valued as democratic spaces of congregation and political participation, where groups can vocalize their rights. Commons are early examples of public space. Malls, regardless of private ownership percentage, are examples of 'public space' since no fees or paid tickets are required for entry. However, most indoor shopping malls and strip malls are private property and subject to the rights of the owners. Filming in public spaces is legal, but shopping malls are privately owned properties and often require permission for photography and video.

Public space is commonly shared and created for open usage throughout the community, whereas private space is owned by individuals or corporations. The area is built for a range of various types of recreation and entertainment. Limitations are imposed in the space to prevent certain actions from occurring—public behavior that is considered obnoxious or out of character (i.e., drug and alcohol consumption, urinating, indecent exposure, etc.)--and are supported by law or ordinance. Through the landscape and spatial organization of public space, the social construction is considered to be privately ruled by the implicit and explicit rules and expectations of the space that are enforced. Whilst it is generally considered that everyone has a right to access and use public space, as opposed to private space which may have restrictions, there has been some academic interest in how public spaces are managed to exclude certain groups - specifically homeless people and young people. Measures are taken to make the public space less attractive to them, including the removal or design of benches to restrict their use for sleeping and resting, restricting access to certain times, and locking indoor/enclosed areas. Police forces are sometimes involved in moving 'unwanted' members of the public from public spaces. In fact, by not being provided suitable access, disabled people are implicitly excluded from some spaces. As a site for democracy Human geographers have argued that in spite of the exclusions that are part of public space, it can nonetheless be conceived of as a site where democracy becomes possible. Geographer Don Mitchell has written extensively on the topic of public space and its relation to democracy, employing Henri Lefebvre's notion of the right to the city in articulating his argument. While democracy and public space do not entirely coincide, it is the potential of their intersection that becomes politically important.

As a site for democracy Human geographers have argued that in spite of the exclusions that are part of public space, it can nonetheless be conceived of as a site where democracy becomes possible. Geographer Don Mitchell has written extensively on the topic of public space and its relation to democracy, employing Henri Lefebvre's notion of the right to the city in articulating his argument. While democracy and public space do not entirely coincide, it is the potential of their intersection that becomes politically important.

Historic preservation (US), built heritage preservation or built heritage conservation (UK) is an endeavor that seeks to preserve, conserve and protect buildings, objects, landscapes or other artifacts of historical significance. It is a philosophical concept that became popular in the twentieth century, which maintains that cities as products of centuries' development should be obligated to protect their patrimonial legacy.

In 1790, Aubin-Louis Millin submitted a report to the Constituent Assembly regarding the demolition of the Bastille, using the term "monument historique" (transl. historic monument). The idea of preserving sites linked to the Ancien régime and earlier circulated as a result, and under impetus of Talleyrand, the Assembly, on the 13th of October, created the commission des monuments (transl. Commission of Monuments) whose function was to "study the fate of monuments, arts, and sciences." The following year, Alexandre Lenoir was appointed to create the Musée des Monuments français (transl. Museum of French Monuments), which opened in 1795 and exhibited fragments of architecture Lenoir had saved and salvaged from destruction over the previous years. The museum was ultimately closed during the Restoration by Louis XVIII, and its collection was returned to the original owners and their families. The vandalism and widespread destruction which accompanied the French Revolution had inspired several such responses, and the first known register of such buildings was an inventory of the castles begun by Louis XVI by the conseil des bâtiments civils (transl. Council of Civil Buildings), which was completed in 1795. Between 1804 and 1834, several archaeological societies were formed, notably the Société des antiquaires de France in 1804 (originally the Académie celtique), the Société française d'archéologie in 1834, and the Comité des travaux historiques et scientifiques also in 1834. In 1819, the Ministry of the Interior provided an allowance for monuments historiques for the first time, and, on 21 October 1830, François Guizot (then Minister of the Interior) proposed the creation of a post, the Inspector General of Historic Monuments, to classify buildings and distribute funds for their preservation. This post was first assigned to Ludovic Vitet on 25 November 1830, and later to Prosper Mérimée on 27 May 1834. In 1837, Bachasson, in his capacity of Minister of the Interior, officially established the Commission des monuments historiques (transl. Commission for Historic Monuments) to carry out the work of classification and producing an inventory, as well as distributing funding and training architects for restoration work (Eugène Viollet-le-Duc among them). The Commission published its first inventory in 1840, and subsequently continued its inventory work, as well as create visual records for any future restoration. To this end, it created the Mission Héliographique to photograph monuments in 1851. During this period, the combination of reluctance to understand the government's prerogatives and the fact that the classification of private property required the owners' consent resulted in the gradual decrease in the number of registered monuments. On 2 May 1887, a law was passed establishing procedures for the classification of historic monuments as well as establish provisions for a body of Architecte en chef des monuments historiques for their upkeep. In 1906, French law laid down principles of classification of natural sites. Under the 1905 Law of Separation of Church and State, local communities and the government were entrusted with the care and upkeep of religious buildings, however, this led to refusal to care for buildings not of "national interest" by some and the auctioning off of heritage by others. Per consequence, on 13 December 1913, a law was passed which widened the field of protection for classified monuments, including changing "national interest" to "public interest" and allowing the classification of private property without the consent of the owner. During the 1920s and 1930s, classification further opened up to private property; additionally, monuments post-dating the Ancien régime began to be classified. In 1925, a second order of classification was introduced: inscription à l'inventaire supplémentaire des monuments historiques (transl. inscription in the supplementary inventory of historical monuments). In 1930, the classifications were renamed "classé" and "inscrit" (transl. "classified" and "registered") and classification was allowed to include the land immediately surrounding a classified building.

By the mid 19th century, much of Britain's unprotected cultural heritage was being slowly destroyed. Even well-meaning archaeologists like William Greenwell excavated sites with virtually no attempt at their preservation, Stonehenge came under increasing threat by the 1870s. Tourists were chipping off parts of the stones or carving their initials into the rock. The private owners of the monument decided to sell the land to the London and South-Western Railway who stated that the monument was "not the slightest use to anyone now". John Lubbock, an MP and botanist emerged as the champion of the country's national heritage. In 1872 he personally bought private land that housed ancient monuments in Avebury, Silbury Hill and elsewhere, from the owners who were threatening to have them cleared away to make room for housing. Soon, he began campaigning in Parliament for legislation to protect monuments from destruction. This finally led to the legislative milestone under the Liberal government of William Gladstone of the Ancient Monuments Protection Act 1882. The first government appointed inspector for this job was the archaeologist Augustus Pitt-Rivers. This legislation was regarded by conservative political elements as a grave assault on the individual rights of property of the owner, and consequently, the inspector only had the power to identify endangered landmarks and offer to purchase them from the owner with his consent. The Act only covered ancient monuments and explicitly did not cover historic buildings or structures. In 1877 the Society for the Protection of Ancient Buildings was founded by the Arts and Crafts designer William Morris to prevent the destruction of historic buildings, followed by the National Trust in 1895 that bought estates from their owners for preservation. The Ancient Monuments Protection Act 1882 had only given legal protection to prehistoric sites, such as ancient tumuli. The Ancient Monuments Protection Act 1900 took this further by empowering the government's Commissioners of Work and local County Councils to protect a wider range of properties.

ern Oregon to Boise, and is the most populated area in Idaho. Historically, the valley had been known as the Lower Snake River Valley or the Boise River Valley. Pete Olesen, president of the valley's association of local Chambers of Commerce, coined the name "Treasure Valley" in 1959 to reflect the treasure chest of resources and opportunities that the region offered. The valley has a very diverse terrain, from sage flatlands, to mesas, agricultural areas, and urbanized areas.

The Treasure Valley is a valley in the western United States, primarily in southwestern Idaho, where the Payette, Boise, Weiser, Malheur, and Owyhee rivers drain into the Snake River. It includes all the lowland areas from Vale in rural eastern Oregon to Boise, and is the most populated area in Idaho. Historically, the valley had been known as the Lower Snake River Valley or the Boise River Valley. Pete Olesen, president of the valley's association of local Chambers of Commerce, coined the name "Treasure Valley" in 1959 to reflect the treasure chest of resources and opportunities that the region offered. The valley has a very diverse terrain, from sage flatlands, to mesas, agricultural areas, and urbanized areas.

eflect the treasure chest of resources and opportunities that the region offered. The valley has a very diverse terrain, from sage flatlands, to mesas, agricultural areas, and urbanized areas. As the Boise Metropolitan Area grows, more and more undeveloped and agricultural land is being urbanized. History Settling the region The tribes that roamed the area, specifically, were the Northern Paiute and Shoshone. In 1834, Thomas McKay built the original Fort Boise, in the area near present-day Parma, which was run for a time by Francois Payette. It later was moved because of flooding troubles and was abandoned in 1854. The Oregon Trail runs through the Treasure Valley. The valley was settled for the most part by ranchers and farmers, initially to supply the gold and silver mining communities in the higher elevations nearby: Idaho City in the Boise Basin and Silver City in the Owyhees. A new Fort Boise was constructed by the U.S. Army in 1863 in present-day Boise, from which the city grew.

ho, Idaho State offers more than 250 programs at its main campus in Pocatello and locations in Meridian, Idaho Falls, and Twin Falls. It is classified among "R2: Doctoral Universities – High research activity ". More than 12,000 students attend Idaho State, with 57 percent of enrollment female and 43 percent male.

Student government is administered by the Associated Students of Idaho State University (ASISU). Each year a president and vice-president are elected by the student body to administer and oversee a variety of activities either partially or fully funded by tuition-based fees. The ASISU Senate is the association's legislative body. Made up of 20 student members elected by the students of each individual college (allocation of seats being based on enrollment of each college), the ASISU Senate is primarily responsible for allocating the ASISU budget. The Student Activities Board, formerly the ASISU Program Board, oversees most of the student activity programming on campus. The board plans concerts, movie showings, homecoming activities, athletic-related events and other activities generally associated with student life. Reed Gym features recreational facilities, including a climbing wall, swimming pool, tennis courts, and more. The Pond Student Union operates a movie theater, billiard room, and bowling alley, and hosts many student club activities. Fine arts events are regularly featured at the performing arts theater. ISU has more than 140 registered professional, academic, cultural, service and social student organizations. The cultural organizations host some of the largest events on campus with their "Cultural Nights" celebrations. There are currently four fraternity and sorority chapters that are recognized by the university. Students at ISU are represented by the Associated Students of Idaho State University (ASISU). Every year the students elect a president, vice-president, and 20 senators. ASISU has administrative oversight of the 140 student organizations and provides funding to various groups that provide student involvement, leadership and service opportunities and events. Student media on campus includes The Bengal, a weekly student-run newspaper and KISU-FM (91.1). KISU-FM broadcasts from the first floor of the Pond Student Union, serving the university and surrounding communities with alternative music, NPR programming, and live coverage of ISU women athletics. In 2010, KISU-FM and the university developed a monthly public affairs talk show FIRST MONDAY: Idaho State University Forum. The show provides insight into the university's programs, accomplishments and local interests. The Pond Student Union, or SUB, serves as the community center for the university. The SUB consists of three floors that house among other things the campus bookstore, student government and organization offices, Outdoor Adventure Center, craft shop, ISU Credit Union, offices of the Vice President for Student Affairs, bowling alley, movie theater, Veterans Sanctuary, LEAD Center and numerous conference/banquet rooms used for meeting and large scale campus events. The SUB is also home for Campus Connection, a one stop shop for event tickets, photo ID and campus information (282-INFO). The 255,000 square foot, five-level Rendezvous Complex built in 2007 is centrally located on the Idaho State University campus. The complex houses 50 classrooms, ranging from 15-seat seminar rooms to a 250-seat lecture hall. Other facilities in the Rendezvous include a large computer center and a large meeting room with partitions for conversion into three small meeting rooms, 80 student apartments with 301 beds and the Mind's Eye Art Gallery. The Cooperative Wilderness Handicapped Outdoor Group, otherwise known as CW HOG, is a regional self-help group that was formed in 1981 to provide recreational opportunities for people of all abilities. CW HOG is kept going through dedicated volunteers. In August 2010, Reed Gym announced the opening of a new addition, the Student Recreation Center, giving Reed nearly 100,000 square feet of recreational opportunities. Additions include added weight and endurance facilities, additional classrooms and teaching facilities, as well as open and window viewing areas to the four indoor tennis courts.

ified among "R2: Doctoral Universities – High research activity ". More than 12,000 students attend Idaho State, with 57 percent of enrollment female and 43 percent male. The student-teacher ratio at Idaho State is 13:1 and 58 percent of students take classes full-time. History On March 11, 1901, Governor Frank W. Hunt signed Senate Bill 53, to establish the Academy of Idaho, contingent upon private land donations being made for its site. Theodore F. Turner, mayor of Pocatello, settled the issue (Battle of the Blocks) by securing a permanent location for the academy. The Academy of Idaho officially opened its doors on September 22, 1902. Theodore Swanson, a member of the board of trustees, secured the services of John W. Faris as the first administrator, with the title of principal. By 1910, enrollment had reached nearly 300 students, and the academy had purchased four additional city blocks in Pocatello to meet its growing needs. The Academy of Idaho was renamed Idaho Technical Institute in 1915. The end of World War I brought an influx of students to the school, and enrollment surged to more than 1,000 students. In the early 1920s, the institution officially adopted the Bengal as the school's mascot. Ralph Hutchinson was head football coach from 1920 to 1927, and he pushed to establish the tiger mascot and incorporate orange and black as the official colors. Hutchinson was an alumnus of Princeton, a university with a tiger mascot. The institution was renamed in 1927, this time as the University of Idaho–Southern Branch, and continued as a two-year school, overseen by John R. Nichols. an executive dean. During World War II, Idaho was one of 131 colleges and universities nationally that took part in the V-12 Navy College Training Program, which offered students a path to a Navy commission. After Nichols left in 1946, Carl McIntosh, an associate professor of speech, was named the acting executive dean in January 1947. That March, the school was elevated to four-year status and officially became Idaho State College. At the age of 32, McIntosh was appointed the first president of Idaho State College, and he was one of the youngest college presidents in the United States. Although McIntosh was not originally interested in being an administrator, once the school became an independent college, he decided to remain president and see the institution through its early growing pains. Idaho State College was accredited as a four-year degree granting institution in December 1948, after much work by McIntosh and the faculty. Enrollment reached 2,000 in 1949. McIntosh left ISC in 1959 to become president of Long Beach State College, and he was succeeded by Donald E. Walker. On July 1, 1963, ISC was renamed for the fifth and final time to Idaho State University, reflecting its new status as a four-year public university. In the ensuing years, Idaho State continuously expanded both its enrollment and the programs it offered. The presidency of Richard (Dick) Bowen, from 1985 to 2005, is particularly regarded as an era of growth. Bowen served as the president of Idaho State for 20 years, and Connie, his wife, dedicated her time to cultivating community relationships and enhancing long-standing campus traditions. During their tenure at ISU, the Bowens brought several projects forward, including the Stephens Performing Arts Center and Rendezvous Center. Bowen resigned after a vote of no confidence from the faculty, who were angered by generous pay raises for administration members in the midst of calls for fiscal austerity. Arthur Vailas, former vice chancellor of the University of Houston System and vice president of the University of Houston in Texas, became president of Idaho State on July 1, 2006. He succeeded Michael Gallagher, who had served as interim president for one year during the transition. In February 2011, a majority of ISU faculty voted no confidence in Vailas and called for his resignation. This was also followed by a vote of no confidence by the students. Although Vailas faced mounting criticism and pressure from faculty and students to step down, he refused to resign and campus tension intensified. In February 2011, the Idaho State Board of Education decided to suspend the University's faculty senate. As a result of the move, in June 2011, the American Association of University Professors censured ISU. In June 2019, the AAUP removed Idaho State from the list of sanctioned institutions. Vailas announced his retirement in August 2017, but he continued to serve as president until the expiration of his contract on June 17, 2018. He was succeeded by Kevin D.

ited States federal government's official list of sites, buildings, structures, districts, and objects deemed worthy of preservation for their historical significance or "great artistic value". The enactment of the National Historic Preservation Act (NHPA) in 1966 established the National Register and the process for adding properties to it. Of the more than one and a half million properties on the National Register, 100,000 are listed individually. The remainder are contributing resources within historic districts. For most of its history, the National Register has been administered by the National Park Service (NPS), an agency within the United States Department of the Interior. Its goals are to help property owners and interest groups, such as the National Trust for Historic Preservation, and coordinate, identify and protect historic sites in the United States. While National Register listings are mostly symbolic, their recognition of significance provides some financial incentive to owners of listed properties. Protection of the property is not guaranteed. During the nomination process, the property is evaluated in terms of the four criteria for inclusion on the National Register of Historic Places. The application of those criteria has been the subject of criticism by academics of history and preservation, as well as the public and politicians. A property listed in the National Register, or located within a National Register Historic District, may qualify for tax incentives derived from the total value of expenses incurred in preserving the property. Properties can be nominated in various forms, including individual properties, historic districts and multiple property submissions (MPS). The Register categorizes general listings into one of five types of properties: district, site, structure, building or object. National Register Historic Districts are defined geographical areas consisting of contributing and non-contributing properties. Some properties are added automatically to the National Register when they become administered by the National Park Service.

s (NHLD), National Historic Sites (NHS), National Historical Parks, National Military Parks, national memorials, and some national monuments. History On October 15, 1966, the Historic Preservation Act created the National Register of Historic Places and the corresponding State Historic Preservation Offices (SHPO). The National Register initially consisted of the National Historic Landmarks designated before the Register's creation, as well as any other historic sites in the National Park System. Approval of the act, which was amended in 1980 and 1992, represented the first time the United States had a broad-based historic preservation policy. The 1966 act required those agencies to work in conjunction with the SHPO and an independent federal agency, the Advisory Council on Historic Preservation (ACHP), to confront adverse effects of federal activities on historic preservation. To administer the newly created National Register of Historic Places, the National Park Service of the U.S. Department of the Interior, with director George B. Hartzog Jr., established an administrative division named the Federal Office of Archaeology and Historic Preservation (OAHP). Hartzog charged OAHP with creating the National Register program mandated by the 1966 law. Ernest Connally was the Office's first director. Within OAHP new divisions were created to deal with the National Register. The division administered several existing programs, including the Historic Sites Survey and the Historic American Buildings Survey, as well as the new National Register and Historic Preservation Fund. The first official Keeper of the Register was William J. Murtagh, an architectural historian. During the Register's earliest years in the late 1960s and early 1970s, organization was lax and SHPOs were small, understaffed and underfunded. However, funds were still being supplied for the Historic Preservation Fund to provide matching grants-in-aid to listed property owners, first for house museums and institutional buildings, but later for commercial structures as well. In 1979, the NPS history programs affiliated with both the U.S. National Park system and the National Register were categorized formally into two "Assistant Directorates". Established were the Assistant Directorate for Archeology and Historic Preservation and the Assistant Directorate for Park Historic Preservation. From 1978 until 1981, the main agency for the National Register was the Heritage Conservation and Recreation Service (HCRS) of the United States Department of the Interior. In February 1983, the two assistant directorates were merged to promote efficiency and recognize the interdependency of their programs. Jerry L. Rogers was selected to direct this newly merged associate directorate. He was described as a skilled administrator, who was sensitive to the need for the NPS to work with SHPOs, academia and local governments. Although not described in detail in the 1966 act, SHPOs eventually became integral to the process of listing properties on the National Register. The 1980 amendments of the 1966 law further defined the responsibilities of SHPOs concerning the National Register. Several 1992 amendments of the NHPA added a category to the National Register, known as Traditional Cultural Properties: those properties associated with Native American or Hawaiian groups. The National Register of Historic Places has grown considerably from its legislative origins in 1966. In 1986, citizens and groups nominated 3,623 separate properties, sites and districts for inclusion on the National Register, a total of 75,000 separate properties. Of the more than one and a half million properties on the National Register, 100,000 are listed individually.

Criterion A, "Event", the property must make a contribution to the major pattern of American history. Criterion B, "Person", is associated with significant people of the American past. Criterion C, "Design/Construction", concerns the distinctive characteristics of the building by its architecture and construction, including having great artistic value or being the work of a master. Criterion D, "Information potential", is satisfied if the property has yielded or may be likely to yield information important to prehistory or history. The criteria are applied differently for different types of properties; for instance, maritime properties have application guidelines different from those of buildings.

Franchising is a business practice where a company licenses its business model to another company. It can involve the franchisor licensing some or part of its knowhow, procedures, intellectual property and other rights to sell its branded products and services to a franchisee. In return, the franchisee pays certain fees and agrees to comply with certain obligations, typically set out in a franchise agreement. For the franchisor, use of a franchise system is an alternative business growth strategy, compared to expansion through corporate owned outlets or "chain stores". Adopting a franchise system is a business growth strategy that minimizes the franchisor's capital investment and liability risk. Franchising is rarely an equal partnership, especially in the typical arrangement where the franchisee is an individual, unincorporated partnership or small privately-held corporation, as this ensures the franchisor has substantial legal and/or economic advantages over the franchisee. The usual exception to this rule is when the prospective franchisee is also a powerful corporate entity controlling a highly lucrative location, and/or captive market. For example, a large sports stadium for which prospective franchisors must compete to exclude one another.

e is also a powerful corporate entity controlling a highly lucrative location, and/or captive market. For example, a large sports stadium for which prospective franchisors must compete to exclude one another.

History The boom in franchising did not take place until after World War II. Nevertheless, the rudiments of modern franchising date back to the Middle Ages when landowners made franchise-like agreements with tax collectors, who retained a percentage of the money they collected and turned the rest over. The practice ended around 1562, but spread into other endeavors. For example, in 17th-century England, franchisees were granted the right to sponsor markets and fairs or operate ferries. There was little growth in franchising, though, until the mid-19th century, when it appeared in the United States for the first time. One of the first successful American franchising operations was started by an enterprising druggist named John S. Pemberton. In 1886, he concocted a beverage comprising sugar, molasses, spices, and cocaine. Pemberton licensed selected people to bottle and sell the drink, which was an early version of what is now known as Coca-Cola. His was one of the earliest and most successful franchising operations in the United States. The Singer Company implemented a franchising plan in the 1850s to distribute its sewing machines. The operation failed, though, because the company did not earn much money even though the machines sold well. The dealers, who had exclusive rights to their territories, absorbed most of the profits because of deep discounts. Some failed to push Singer products, so competitors were able to outsell the company. Under the existing contract, Singer could neither withdraw rights granted to franchisees nor send in its own salaried representatives. So, the company started repurchasing the rights it had sold. The experiment proved to be a failure. That may have been one of the first times a franchisor failed, but it was by no means the last. Colonel Harland Sanders did not initially succeed in his early efforts at franchising KFC. Still, the Singer venture did not put an end to franchising. Other companies attempted franchising in one form or another after the Singer experience. For example, several decades later, General Motors established a somewhat successful franchising operation in order to raise capital. Perhaps the father of modern franchising, though, is Louis K. Liggett. In 1902, Liggett invited a group of druggists to join a "drug cooperative". As he explained to them, they could increase profits by paying less for their purchases, especially if they set up their own manufacturing company. His idea was to market private-label products. About 40 druggists pooled $4,000 of their own money and adopted the name Rexall. Sales soared, and Rexall became a franchisor. The chain's success set a pattern for other franchisors to follow. Although many business owners did affiliate with cooperative ventures of one type or another, there was little growth in franchising until the early 20th century, and in whatever form franchising existed, it looked nothing like what it is today. As the United States shifted from an agricultural to an industrial economy, manufacturers licensed individuals to sell automobiles, trucks, gasoline, beverages, and a variety of other products. The franchisees did little more than selling the products, though. The sharing of responsibility associated with contemporary franchising arrangement did not exist to a great extent. Consequently, franchising was not a growth industry in the United States. It was not until the 1960s and 1970s that people began to take a close look at the attractiveness of franchising. The concept intrigued people with entrepreneurial spirit.

Private equity (PE) is stock in a private company that does not offer stock to the general public. Instead, it is offered to specialized investment funds and limited partnerships that take an active role in managing and structuring the companies. In colloquial usage, "private equity" can refer to these investment firms rather than the companies in which they invest. Private-equity capital is invested into a target company either by an investment management company (private equity firm), a venture capital fund, or an angel investor; each category of investor has specific financial goals, management preferences, and investment strategies for profiting from their investments. Private equity can provide working capital to finance a target company's expansion, including the development of new products and services, operational restructuring, management changes, and shifts in ownership and control. As a financial product, a private-equity fund is private capital for financing a long-term investment strategy in an illiquid business enterprise.

Leveraged buyout (LBO) refers to a strategy of making equity investments as part of a transaction in which a company, business unit, or business asset is acquired from the current shareholders typically with the use of financial leverage. The companies involved in these transactions are typically mature and generate operating cash flows. Private-equity firms view target companies as either Platform companies, which have sufficient scale and a successful business model to act as a stand-alone entity, or as add-on / tuck-in / bolt-on acquisitions, which would include companies with insufficient scale or other deficits. Leveraged buyouts involve a financial sponsor agreeing to an acquisition without itself committing all the capital required for the acquisition. To do this, the financial sponsor will raise acquisition debt, which looks to the cash flows of the acquisition target to make interest and principal payments. Acquisition debt in an LBO is often non-recourse to the financial sponsor and has no claim on other investments managed by the financial sponsor. Therefore, an LBO transaction's financial structure is particularly attractive to a fund's limited partners, allowing them the benefits of leverage, but limiting the degree of recourse of that leverage. This kind of financing structure leverage benefits an LBO's financial sponsor in two ways: (1) the investor only needs to provide a fraction of the capital for the acquisition, and (2) the returns to the investor will be enhanced, as long as the return on assets exceeds the cost of the debt. As a percentage of the purchase price for a leverage buyout target, the amount of debt used to finance a transaction varies according to the financial condition and history of the acquisition target, market conditions, the willingness of lenders to extend credit (both to the LBO's financial sponsors and the company to be acquired) and the interest costs and the ability of the company to cover those costs. Historically the debt portion of a LBO will range from 60 to 90% of the purchase price.

"Distressed-to-Control" ("Loan-to-Own") investment whereby the investor buys debt securities in hope of acquiring ownership and control of the company's equity after financing the corporate restructuring of the target company; "Special Situations" ("Turnaround") investment wherein the investor buys debt securities and equity investments, to be used as rescue financing that will restore the profitability of the financially-weak target company. Moreover, the private-equity investment strategies of hedge funds also include actively trading the loans held and the bonds issued by the financially-weak target companies. Secondaries Secondary investments refer to investments made in existing private-equity assets. These transactions can involve the sale of private equity fund interests or portfolios of direct investments in privately held companies through the purchase of these investments from existing institutional investors. By its nature, the private-equity asset class is illiquid, intended to be a long-term investment for buy and hold investors. Secondary investments allow institutional investors, particularly those new to the asset class, to invest in private equity from older vintages than would otherwise be available to them. Secondaries also typically experience a different cash flow profile, diminishing the j-curve effect of investing in new private-equity funds. Often investments in secondaries are made through third-party fund vehicle, structured similar to a fund of funds although many large institutional investors have purchased private-equity fund interests through secondary transactions.

The Boise, Idaho Metropolitan Statistical Area (MSA) (commonly known as the Boise Metropolitan Area or the Treasure Valley) is an area that encompasses Ada, Boise, Canyon, Gem, and Owyhee counties in southwestern Idaho, anchored by the cities of Boise and Nampa. It is the main component of the wider Boise–Mountain Home–Ontario, ID–OR Combined Statistical Area, which adds Elmore and Payette counties in Idaho and Malheur County, Oregon. It is the state's largest officially designated metropolitan area and includes Idaho's three largest cities: Boise, Nampa, and Meridian.

Four-year colleges and universities Northwest Nazarene University (NNU), Nampa, Idaho The College of Idaho (C of I), Caldwell, Idaho University of Idaho (U of I), Boise; Extension Campus Idaho State University (ISU), Meridian, Idaho; Extension Campus Community colleges and trade schools College of Western Idaho, Nampa, Idaho (CWI) Nampa; Main Campus, Aspen Classroom Bldg., Canyon County Extension Boise; Ada County Campus Treasure Valley Community College, Caldwell, Idaho (TVCC) Ontario, Oregon; Main Campus Caldwell, Idaho; Caldwell Campus Northwest Lineman College (NLC), Kuna, Idaho Heavy Equipment Operator School of Idaho, Boise Carrington College, Boise Broadview University, Meridian, Idaho University of Phoenix Meridian; Main Campus Boise Bible College, Boise

tistical Area, which adds Elmore and Payette counties in Idaho and Malheur County, Oregon. It is the state's largest officially designated metropolitan area and includes Idaho's three largest cities: Boise, Nampa, and Meridian. Nearly 40 percent of Idaho's total population lives in the area. As of the 2021 estimate, the Boise–Nampa, Idaho Metropolitan Statistical Area (MSA) had a population of 795,268, while the larger Boise City–Mountain Home–Ontario, ID–OR Combined Statistical Area (CSA) had a population of 850,341. The metro area is currently the third largest in the U.S.

yze text in many contexts, and are a foundational technology behind modern chatbots. Biased or inaccurate training data can make an LLM's output less reliable. LLMs are typically based on transformer architecture. Generative pre-trained transformers (GPTs) are a type of LLM that is pre-trained to predict the next word.

Before the emergence of transformer-based models in 2017, some language models were considered large relative to the computational and data constraints of their time. In the early 1990s, IBM's statistical models pioneered word alignment techniques for machine translation, laying the groundwork for corpus-based language modeling. In 2001, a smoothed n-gram model, such as those employing Kneser–Ney smoothing, trained on 300 million words, achieved state-of-the-art perplexity on benchmark tests. During the 2000s, with the rise of widespread internet access, researchers began compiling massive text datasets from the web ("web as corpus") to train statistical language models. Moving beyond n-gram models, researchers started in 2000 to use neural networks as language models. Following the breakthrough of deep neural networks in image classification around 2012, similar architectures were adapted for language tasks. This shift was marked by the development of word embeddings (e.g., Word2Vec by Mikolov in 2013) and sequence-to-sequence (seq2seq) models using LSTM. In 2016, Google transitioned its translation service to neural machine translation (NMT), replacing statistical phrase-based models with deep recurrent neural networks. These early NMT systems used LSTM-based encoder-decoder architectures, as they preceded the invention of transformers. At the 2017 NeurIPS conference, Google researchers introduced the transformer architecture in their landmark paper "Attention Is All You Need". This paper's goal was to improve upon 2014 seq2seq technology, and was based mainly on the attention mechanism developed by Bahdanau et al. in 2014. The following year in 2018, BERT was introduced and quickly became "ubiquitous". Though the original transformer has both encoder and decoder blocks, BERT is an encoder-only model. Academic and research usage of BERT began to decline in 2023, following rapid improvements in the abilities of decoder-only models (such as GPT) to solve tasks via prompting. Although decoder-only GPT-1 was introduced in 2018, it was GPT-2 in 2019 that caught widespread attention because OpenAI claimed to have initially deemed it too powerful to release publicly, out of fear of malicious use. GPT-3 in 2020 went a step further and as of 2025 is available only via API with no offering of downloading the model to execute locally. But it was the consumer-facing chatbot ChatGPT in late 2022 that received extensive media coverage and public attention by 2023. The 2023 GPT-4 was praised for its increased accuracy and as a "holy grail" for its multimodal capabilities. OpenAI did not reveal the high-level architecture and the number of parameters of GPT-4. The release of ChatGPT led to an uptick in LLM usage across several research subfields of computer science, including robotics, software engineering, and societal impact work. In 2024, OpenAI released the reasoning model OpenAI o1, which generates long chains of thought before returning a final answer. Many LLMs with parameter counts comparable to those of OpenAI's GPT series have been developed. Since 2022, weights-available models have been gaining popularity, especially at first with BLOOM and LLaMA, though both have restrictions on usage and deployment. Mistral AI's open-weight models Mistral 7B and Mixtral 8x7B have a more permissive Apache License. In January 2025, DeepSeek released DeepSeek R1, a 671-billion-parameter open-weight model that performs comparably to OpenAI o1 but at a much lower price per token for users. Since 2023, many LLMs have been trained to be multimodal, having the ability to also process or generate other types of data, such as images, audio, or 3D meshes. Open-weight LLMs have become more influential since 2023. Per Vake et al.

Moving beyond n-gram models, researchers started in 2000 to use neural networks as language models. Following the breakthrough of deep neural networks in image classification around 2012, similar architectures were adapted for language tasks. This shift was marked by the development of word embeddings (e.g., Word2Vec by Mikolov in 2013) and sequence-to-sequence (seq2seq) models using LSTM. In 2016, Google transitioned its translation service to neural machine translation (NMT), replacing statistical phrase-based models with deep recurrent neural networks. These early NMT systems used LSTM-based encoder-decoder architectures, as they preceded the invention of transformers. At the 2017 NeurIPS conference, Google researchers introduced the transformer architecture in their landmark paper "Attention Is All You Need". This paper's goal was to improve upon 2014 seq2seq technology, and was based mainly on the attention mechanism developed by Bahdanau et al. in 2014. The following year in 2018, BERT was introduced and quickly became "ubiquitous". Though the original transformer has both encoder and decoder blocks, BERT is an encoder-only model. Academic and research usage of BERT began to decline in 2023, following rapid improvements in the abilities of decoder-only models (such as GPT) to solve tasks via prompting. Although decoder-only GPT-1 was introduced in 2018, it was GPT-2 in 2019 that caught widespread attention because OpenAI claimed to have initially deemed it too powerful to release publicly, out of fear of malicious use. GPT-3 in 2020 went a step further and as of 2025 is available only via API with no offering of downloading the model to execute locally. But it was the consumer-facing chatbot ChatGPT in late 2022 that received extensive media coverage and public attention by 2023. The 2023 GPT-4 was praised for its increased accuracy and as a "holy grail" for its multimodal capabilities. OpenAI did not reveal the high-level architecture and the number of parameters of GPT-4. The release of ChatGPT led to an uptick in LLM usage across several research subfields of computer science, including robotics, software engineering, and societal impact work. In 2024, OpenAI released the reasoning model OpenAI o1, which generates long chains of thought before returning a final answer. Many LLMs with parameter counts comparable to those of OpenAI's GPT series have been developed. Since 2022, weights-available models have been gaining popularity, especially at first with BLOOM and LLaMA, though both have restrictions on usage and deployment. Mistral AI's open-weight models Mistral 7B and Mixtral 8x7B have a more permissive Apache License. In January 2025, DeepSeek released DeepSeek R1, a 671-billion-parameter open-weight model that performs comparably to OpenAI o1 but at a much lower price per token for users. Since 2023, many LLMs have been trained to be multimodal, having the ability to also process or generate other types of data, such as images, audio, or 3D meshes. Open-weight LLMs have become more influential since 2023. Per Vake et al.

A customer review is an evaluation of a product or service made by someone who has purchased and used, or had experience with, a product or service. Customer reviews are a form of customer feedback on electronic commerce and online shopping sites. There are also dedicated review sites, some of which use customer reviews as well as or instead of professional reviews. The reviews may themselves be graded for usefulness or accuracy by other users.

here are also dedicated review sites, some of which use customer reviews as well as or instead of professional reviews. The reviews may themselves be graded for usefulness or accuracy by other users. Customer reviews are widely used by consumers to make informed purchasing decisions and compare products and services online. History Before the arrival of the internet, customers could review products and services through customer comment boxes and customer service helplines.

or accuracy by other users. Customer reviews are widely used by consumers to make informed purchasing decisions and compare products and services online. History Before the arrival of the internet, customers could review products and services through customer comment boxes and customer service helplines. These methods still exist today although internet review sites are used more in recent years. Reliability The reliability of customer reviews has been questioned. Abuses akin to ballot stuffing of favourable reviews by the seller (known as incentivized reviews), or negative reviews by competitors, need to be policed by the review host site. Indeed, gathering fake reviews has become big business. In 2012, for example, fake book reviews have been revealed as significantly affecting ratings on Amazon. In 2016 Amazon banned the practice of reviewing complimentary products, researchers have shown that the process still continued as of 2021, but without any disclosures. Since few sites restrict users to reviewing only items they have actually purchased, it is difficult to know if a customer is real, has actually used the product they are reviewing, and is giving honest, unbiased feedback about the product or services being reviewed. Tools like Fakespot and ReviewMeta can help spot fake reviews on shopping sites like Amazon. Unfortunately, the tools do not work on most other websites that show customer reviews. Public calls have been growing stronger, demanding that review sites be held accountable for publishing fake reviews. Most recently (June 2021), the Competition and Markets Authority (CMA) in the United Kingdom has launched an investigation into whether Amazon and Google are doing enough to prevent fake reviews from being published on their sites. Both businesses claim to have sufficient resources and policies in place to prevent fake reviews from being published. Legal steps could be taken against the giants if CMA determines those claims to be false.

Ada County is located in the southwestern part of Idaho, United States. As of the 2020 census, the county had a population of 494,967, which by 2025 was estimated to have risen to 546,141. Ada County is by far the state's most populous county; it is home to 26.8% of the state's population. The county seat and largest city is Boise, which is also the state capital. Ada County is included in the Boise metropolitan area. The Ada County Highway District has jurisdiction over all the local county and city streets, except for private roads and state roads.

populous county; it is home to 26.8% of the state's population. The county seat and largest city is Boise, which is also the state capital. Ada County is included in the Boise metropolitan area. The Ada County Highway District has jurisdiction over all the local county and city streets, except for private roads and state roads.

ea. The Ada County Highway District has jurisdiction over all the local county and city streets, except for private roads and state roads. In the interior Pacific Northwest east of the Cascade Range, Ada County ranks second in population, behind Spokane County, Washington. History Ada County was created by the Idaho Territory legislature on December 22, 1864, partitioned from Boise County. It is named for Ada Riggs, the daughter of H. C. Riggs, a member of the legislature; he established the county and was a co-founder of Boise.

city in Idaho. As of the 2020 census, Caldwell had a population of 59,996. Caldwell is considered part of the Boise metropolitan area, and is the location of the College of Idaho. The city is located approximately 24 miles (39 km) west of Boise, and approximately 17 miles (27 km) east of the Oregon border. History The present-day location of Caldwell is along a natural passageway to the Inland and Pacific Northwest. Native American tribes from the west coast, north Idaho and as far away as Colorado came to the banks of the Boise River for annual trading fairs, or rendezvous. European and some Hawaiian explorers and traders soon followed the paths left by Native Americans and hopeful emigrants later forged the Oregon Trail and followed those paths to seek a better life in the Oregon Territory. Pioneers of the Trail traveled along the Boise River to Canyon Hill and forded the river close to the Silver Bridge on Plymouth Street. During the Civil War, the discovery of gold in Idaho's mountains brought a variety of new settlers into the area. Many never made it to the mines but settled along the Boise River and run ferries, stage stations, and freighting businesses. These early entrepreneurs created small ranches and farms in the river valleys. Caldwell's inception occurred largely as a result of the construction of the Oregon Short Line Railroad, which connected Wyoming to Oregon through Idaho. Robert E. Strahorn came to the Boise River Valley in 1883 to select a route for the railroad. He rejected the grade into Boise City as too steep and chose a site 30 miles to the west. He drove a stake into an alkali flat of sagebrush and greasewood and the City of Caldwell was platted. Caldwell was named after one of Strahorn's business partners, Alexander Caldwell, a former senator from Kansas. When Caldwell was platted in August 1883, its founder, the Idaho and Oregon Land Improvement Company, started persuading settlers and businessmen to move to the area. Within four months, Caldwell had 600 residents living in 150 dwellings, 40 businesses, a school, a telephone exchange, and two newspapers. On January 15, 1890, the Board of Commissioners of Ada County issued a handwritten order incorporating the City of Caldwell. The College of Idaho was founded in Caldwell in 1891. In 1892, Canyon County was established from a portion of Ada County, and Caldwell was named the county seat. Irrigation canals and waterways were constructed throughout Canyon County, providing the foundation for an agricultural economy. The Oregon Short Line Railroad became part of the larger Union Pacific Railroad network and in 1906 the Caldwell freight and passenger depot was constructed. Caldwell experienced moderate growth as an agricultural processing, commercial retail and educational center during the 20th century. In 2009, the City of Caldwell completed a revitalization project to restore Indian Creek, which runs through downtown Caldwell, but had been used for sewage disposal by local industries and been covered over.

History The present-day location of Caldwell is along a natural passageway to the Inland and Pacific Northwest. Native American tribes from the west coast, north Idaho and as far away as Colorado came to the banks of the Boise River for annual trading fairs, or rendezvous. European and some Hawaiian explorers and traders soon followed the paths left by Native Americans and hopeful emigrants later forged the Oregon Trail and followed those paths to seek a better life in the Oregon Territory. Pioneers of the Trail traveled along the Boise River to Canyon Hill and forded the river close to the Silver Bridge on Plymouth Street. During the Civil War, the discovery of gold in Idaho's mountains brought a variety of new settlers into the area. Many never made it to the mines but settled along the Boise River and run ferries, stage stations, and freighting businesses. These early entrepreneurs created small ranches and farms in the river valleys. Caldwell's inception occurred largely as a result of the construction of the Oregon Short Line Railroad, which connected Wyoming to Oregon through Idaho. Robert E. Strahorn came to the Boise River Valley in 1883 to select a route for the railroad. He rejected the grade into Boise City as too steep and chose a site 30 miles to the west. He drove a stake into an alkali flat of sagebrush and greasewood and the City of Caldwell was platted. Caldwell was named after one of Strahorn's business partners, Alexander Caldwell, a former senator from Kansas. When Caldwell was platted in August 1883, its founder, the Idaho and Oregon Land Improvement Company, started persuading settlers and businessmen to move to the area. Within four months, Caldwell had 600 residents living in 150 dwellings, 40 businesses, a school, a telephone exchange, and two newspapers. On January 15, 1890, the Board of Commissioners of Ada County issued a handwritten order incorporating the City of Caldwell. The College of Idaho was founded in Caldwell in 1891. In 1892, Canyon County was established from a portion of Ada County, and Caldwell was named the county seat. Irrigation canals and waterways were constructed throughout Canyon County, providing the foundation for an agricultural economy. The Oregon Short Line Railroad became part of the larger Union Pacific Railroad network and in 1906 the Caldwell freight and passenger depot was constructed. Caldwell experienced moderate growth as an agricultural processing, commercial retail and educational center during the 20th century. In 2009, the City of Caldwell completed a revitalization project to restore Indian Creek, which runs through downtown Caldwell, but had been used for sewage disposal by local industries and been covered over.

location of the College of Idaho. The city is located approximately 24 miles (39 km) west of Boise, and approximately 17 miles (27 km) east of the Oregon border. History The present-day location of Caldwell is along a natural passageway to the Inland and Pacific Northwest. Native American tribes from the west coast, north Idaho and as far away as Colorado came to the banks of the Boise River for annual trading fairs, or rendezvous. European and some Hawaiian explorers and traders soon followed the paths left by Native Americans and hopeful emigrants later forged the Oregon Trail and followed those paths to seek a better life in the Oregon Territory. Pioneers of the Trail traveled along the Boise River to Canyon Hill and forded the river close to the Silver Bridge on Plymouth Street. During the Civil War, the discovery of gold in Idaho's mountains brought a variety of new settlers into the area. Many never made it to the mines but settled along the Boise River and run ferries, stage stations, and freighting businesses. These early entrepreneurs created small ranches and farms in the river valleys. Caldwell's inception occurred largely as a result of the construction of the Oregon Short Line Railroad, which connected Wyoming to Oregon through Idaho. Robert E. Strahorn came to the Boise River Valley in 1883 to select a route for the railroad. He rejected the grade into Boise City as too steep and chose a site 30 miles to the west. He drove a stake into an alkali flat of sagebrush and greasewood and the City of Caldwell was platted. Caldwell was named after one of Strahorn's business partners, Alexander Caldwell, a former senator from Kansas. When Caldwell was platted in August 1883, its founder, the Idaho and Oregon Land Improvement Company, started persuading settlers and businessmen to move to the area. Within four months, Caldwell had 600 residents living in 150 dwellings, 40 businesses, a school, a telephone exchange, and two newspapers. On January 15, 1890, the Board of Commissioners of Ada County issued a handwritten order incorporating the City of Caldwell. The College of Idaho was founded in Caldwell in 1891. In 1892, Canyon County was established from a portion of Ada County, and Caldwell was named the county seat. Irrigation canals and waterways were constructed throughout Canyon County, providing the foundation for an agricultural economy. The Oregon Short Line Railroad became part of the larger Union Pacific Railroad network and in 1906 the Caldwell freight and passenger depot was constructed. Caldwell experienced moderate growth as an agricultural processing, commercial retail and educational center during the 20th century. In 2009, the City of Caldwell completed a revitalization project to restore Indian Creek, which runs through downtown Caldwell, but had been used for sewage disposal by local industries and been covered over.